Bracket Math

Updated March 11th

By: Luke Benz

The below is a complete table of the metrics used for YUSAG Bracketology. It gives a ranking of teams based on their likelihood of getting an At-Large Bid.

  • YUSAG Coefficient: Model coefficients for NCAA Hoops prediction model, used in our power rankings. More on model methodology can be found here
  • RPI: NCAA Rating Percentage Index. RPI is a stupid, outdated way to select tournament teams, yet the NCAA uses it anyway. Did we mention it's stupid? Note that the RPI we use is a projected end of season RPI that updates throughout the course of the season.
  • Strength of Record (SOR): We calculate strength of record by computing the difference in a team's win total and the number of wins we would expect the average top-25 ranked team (per YUSAG Coefficient) to earn against a given team's schedule. We use projected end of season win total (which updates with each new game outcome) when computing Strength of Record to avoid one strange result skewing this metric
  • Resume Rank: Using our power rankings, we compute each team's record against the four tiers recently added to the NCAA Tournament selection committee's "Win Sheets". These records are then combined to create a quality of resume metric. The current formula for quality of resume can be seen below.
  • Wins Above Bubble (WAB): The difference in the number of wins a team has compared to the expected number of wins an average "bubble" team would earn against a given teams' schedule. We compute WAB by computing a team's win expected win difference against each of the at-large teams ranked 32-40 by YUSAG coefficient and averaging these differences

The current "blend" formula can be seen below. It may be revised during the season. The final term in the formula is a mid-major penalty which prevents mid-majors who accumulate a lot of mediocre wins from being seeded to high by the formula. Currently, the penalty is 2.

The code used for this project can be found on Luke Benz's GitHub and the methodology for this project can be found here.

NOTE: Only D1 games are considered for the purpose of these rankings

To sort a table by a specific column, simply click the column name.

Tourney Rank Team Conference YUSAG Coefficient YUSAG Rank RPI RPI Rank SOR SOR Rank Quality of Resume Resume Rank WAB WAB Rank Blend
1 Virginia ACC 21.28 2 0.6703 1 5.8 1 253.0 2 11.89 1 1.55
2 Villanova Big East 22.87 1 0.6553 2 3.7 2 232.0 3 10.18 2 2.35
3 Kansas Big 12 16.32 10 0.6372 5 1.6 6 255.0 1 8.36 4 3.70
4 North Carolina ACC 17.30 8 0.6378 4 1.4 8 227.0 4 8.14 6 5.00
5 Xavier Big East 15.10 14 0.6417 3 2.5 4 169.0 6 8.46 3 5.55
6 Cincinnati AAC 17.73 7 0.6326 6 0.9 10 164.0 7 5.32 11 7.45
7 Duke ACC 21.14 3 0.6306 7 1.4 9 144.0 10 7.62 8 8.25
8 Tennessee SEC 15.21 13 0.6236 8 0.7 11 156.0 8 7.19 10 9.00
9 Purdue Big 10 20.37 4 0.6169 9 1.6 7 133.0 15 7.72 7 10.80
10 West Virginia Big 12 16.69 9 0.5890 28 -1.2 16 171.0 5 4.99 13 13.05
11 Wichita St. AAC 16.00 11 0.6132 11 -1.3 19 135.0 13 3.25 20 13.60
12 Michigan Big 10 15.06 15 0.6088 15 2.0 5 127.0 17 7.46 9 14.30
13 Kentucky SEC 13.61 20 0.6108 13 -2.3 26 143.7 12 4.14 17 14.95
14 Arizona Pac 12 12.20 29 0.6082 18 -1.8 21 156.0 9 3.40 19 15.45
15 Texas Tech Big 12 15.41 12 0.5919 26 -0.9 15 144.0 11 4.97 14 15.55
16 Auburn SEC 13.86 19 0.6093 14 -1.3 17 130.0 16 4.01 18 16.10
17 Clemson ACC 13.05 24 0.6136 10 -0.7 14 116.0 22 4.68 16 17.80
18 Gonzaga WCC 18.57 6 0.5996 22 0.7 12 120.0 19 4.82 15 19.35
19 Houston AAC 14.50 18 0.6064 19 -1.3 18 119.5 21 2.83 24 20.20
20 Michigan St. Big 10 19.92 5 0.6085 16 2.8 3 90.0 35 8.21 5 21.05
21 TCU Big 12 13.53 21 0.5936 24 -3.3 38 110.0 23 2.47 25 24.75
22 Arkansas SEC 11.88 31 0.5858 31 -3.3 37 121.0 18 2.99 22 24.85
23 Ohio St. Big 10 14.83 16 0.6003 21 -0.2 13 89.0 37 5.11 12 26.00
24 Texas A&M SEC 11.50 34 0.5884 29 -3.9 46 120.0 20 2.15 28 27.05
25 Miami (FL) ACC 9.93 44 0.5895 27 -1.8 22 97.0 29 3.20 21 28.50
26 Nevada MWC 9.71 48 0.6120 12 -2.4 27 95.0 30 2.30 27 28.70
27 Florida SEC 11.66 32 0.5716 47 -4.0 47 134.0 14 1.85 34 29.35
28 Seton Hall Big East 12.31 27 0.5827 33 -3.1 32 89.0 38 2.44 26 33.85
29 Kansas St. Big 12 11.10 38 0.5633 56 -2.8 30 104.0 27 2.86 23 35.25
30 Rhode Island A-10 11.39 35 0.6084 17 -2.0 23 70.5 49 2.03 29 37.00
31 St. Bonaventure A-10 9.19 54 0.5920 25 -2.6 29 89.0 39 1.76 35 37.60
32 Texas Big 12 9.22 52 0.5645 53 -4.4 52 106.0 26 1.67 36 38.95
33 Oklahoma Big 12 10.38 42 0.5620 59 -4.5 53 109.0 24 1.35 41 39.15
34 Virginia Tech ACC 11.55 33 0.5607 61 -3.1 33 92.0 33 1.89 33 40.00
35 Providence Big East 8.06 72 0.5844 32 -3.9 45 83.0 40 1.97 32 40.90
36 Butler Big East 13.42 22 0.5720 46 -4.1 48 81.0 42 1.54 38 41.20
37 Southern California Pac 12 9.72 47 0.5809 36 -6.0 73 95.0 32 -0.83 59 41.30
38 Florida St. ACC 11.14 37 0.5575 70 -3.7 41 99.0 28 1.36 40 41.90
39 Creighton Big East 12.95 25 0.5701 49 -3.1 34 77.0 46 2.01 31 41.95
40 North Carolina St. ACC 12.27 28 0.5625 58 -3.5 39 81.0 41 1.65 37 43.35
41 Alabama SEC 8.43 64 0.5734 43 -7.2 92 109.0 25 -0.63 58 43.40
42 Missouri SEC 9.59 50 0.5693 50 -5.5 68 91.0 34 0.20 49 44.50
43 Saint Mary's (CA) WCC 11.90 30 0.5762 40 -1.7 20 61.0 55 1.38 39 45.65
44 Louisville ACC 10.71 40 0.5747 41 -3.9 44 63.0 53 1.20 42 46.70
45 Loyola Chicago MVC 8.70 61 0.6003 20 -2.1 24 49.0 61 1.17 43 47.25
46 UCLA Pac 12 9.11 56 0.5733 44 -5.3 66 81.0 43 -0.35 57 48.25
47 Marquette Big East 10.01 43 0.5630 57 -4.3 51 72.0 48 1.12 44 49.65
48 Baylor Big 12 13.23 23 0.5579 68 -5.3 65 79.0 45 0.40 48 50.85
49 Middle Tenn. C-USA 8.34 66 0.5873 30 -3.6 40 51.0 59 0.13 53 51.95
50 New Mexico St. WAC 9.14 55 0.5793 37 -2.3 25 48.0 63 0.82 45 52.10
51 Syracuse ACC 8.22 67 0.5731 45 -5.2 63 66.0 52 0.20 50 52.65
52 Oklahoma St. Big 12 9.65 49 0.5445 93 -5.2 64 95.0 31 0.72 46 53.10
53 South Dakota St. Summit 7.84 75 0.5809 35 -2.5 28 37.0 68 0.61 47 56.35
54 Boise St. MWC 9.80 45 0.5652 52 -4.7 55 61.0 56 -0.99 62 56.40
55 Arizona St. Pac 12 10.51 41 0.5551 74 -6.2 78 77.0 47 -1.72 71 58.65
56 Notre Dame ACC 12.85 26 0.5532 79 -5.1 61 53.0 58 0.14 52 59.75
57 Georgia SEC 8.38 65 0.5480 86 -7.3 94 90.0 36 -1.02 63 59.90
58 Murray St. OVC 6.44 84 0.5809 34 -3.2 36 34.0 70 -0.95 60 60.00
59 Vermont Am. East 8.48 63 0.5784 39 -3.1 35 29.1 73 -0.09 56 60.00
60 Utah Pac 12 7.46 77 0.5602 63 -6.2 77 70.0 50 -1.63 69 60.55
61 Mississippi St. SEC 9.07 57 0.5542 76 -4.9 58 58.0 57 -0.07 55 61.65
62 Nebraska Big 10 8.74 60 0.5569 71 -2.8 31 33.0 71 2.03 30 61.80
63 Buffalo MAC 7.68 76 0.5974 23 -5.0 59 23.0 81 -1.76 72 64.90
64 San Diego St. MWC 9.77 46 0.5602 62 -5.6 70 44.0 65 -1.31 66 64.95
65 Penn St. Big 10 14.70 17 0.5479 88 -5.1 62 34.0 69 0.20 51 66.05
66 LSU SEC 8.16 68 0.5429 95 -7.2 93 81.0 44 -1.78 73 66.95
67 Oregon Pac 12 4.77 99 0.5550 75 -7.2 90 69.0 51 -2.30 79 68.50
68 Col. of Charleston CAA 4.03 109 0.5687 51 -4.5 54 38.0 67 -2.17 77 68.90
69 Western Ky. C-USA 5.93 88 0.5793 38 -5.6 69 26.0 78 -1.66 70 69.30
70 Washington Pac 12 4.34 104 0.5561 72 -7.2 91 62.0 54 -2.63 80 69.80
71 Louisiana Sunbelt 8.09 71 0.5711 48 -3.7 42 11.0 89 -0.96 61 71.45
72 Boston College ACC 9.29 51 0.5382 103 -6.9 86 50.0 60 -1.42 67 73.15
73 Montana Big Sky 8.16 69 0.5597 64 -4.2 50 20.0 85 -1.27 65 74.65
74 Temple AAC 4.92 97 0.5617 60 -8.0 102 33.0 72 -2.88 83 75.60
75 Old Dominion C-USA 8.82 58 0.5542 77 -4.9 57 24.0 79 -2.07 75 75.80
76 Maryland Big 10 10.89 39 0.5518 80 -5.0 60 10.0 91 0.04 54 76.25
77 Northeastern CAA 5.48 94 0.5747 42 -7.1 89 24.0 80 -3.95 97 76.50
78 BYU WCC 8.79 59 0.5593 65 -5.4 67 15.0 88 -1.63 68 77.25
79 UNCG Southern 7.07 81 0.5636 55 -3.8 43 7.0 95 -1.19 64 77.30
80 Davidson A-10 11.17 36 0.5587 67 -6.9 85 16.8 86 -3.05 84 77.95
81 Belmont OVC 6.14 86 0.5578 69 -6.4 79 28.0 75 -3.58 90 78.50
82 South Carolina SEC 5.96 87 0.5424 96 -8.9 117 46.0 64 -3.11 86 81.80
83 Stanford Pac 12 5.34 95 0.5465 91 -9.3 126 49.0 62 -4.19 102 82.95
84 Marshall C-USA 4.42 103 0.5488 84 -6.8 82 29.0 74 -3.58 91 83.90
85 UCF AAC 1.27 152 0.5481 85 -7.6 98 42.0 66 -3.39 88 84.75
86 St. John's (NY) Big East 7.87 74 0.5453 92 -8.4 110 21.0 83 -2.65 82 86.95
87 South Dakota Summit 8.12 70 0.5509 82 -4.7 56 -4.0 102 -1.99 74 88.40
88 ETSU Southern 6.62 83 0.5505 83 -5.7 71 1.0 100 -2.64 81 91.25
89 Bucknell Patriot 7.26 80 0.5558 73 -6.0 74 -15.0 109 -3.30 87 93.40
90 Fresno St. MWC 8.50 62 0.5351 107 -7.6 99 16.0 87 -4.09 100 94.00
91 Colorado Pac 12 2.12 138 0.5476 89 -9.5 130 27.0 77 -4.38 105 94.20
92 Rider MAAC 2.91 127 0.5640 54 -6.1 76 -17.0 112 -3.42 89 95.10
93 Furman Southern 7.32 79 0.5469 90 -6.4 80 -1.0 101 -3.69 93 95.15
94 SFA Southland 3.69 115 0.5434 94 -4.1 49 -7.0 103 -2.08 76 95.85
95 Wyoming MWC 3.33 119 0.5402 100 -8.3 107 23.0 82 -3.76 94 95.90
96 Tulsa AAC 4.79 98 0.5422 97 -7.7 100 9.0 92 -4.54 108 96.25
97 Utah Valley WAC 6.33 85 0.5533 78 -6.8 83 -21.0 115 -4.17 101 100.15
98 Toledo MAC 2.90 128 0.5592 66 -8.1 103 -19.0 113 -5.12 113 103.75
99 Wisconsin Big 10 7.42 78 0.5219 129 -8.8 116 3.0 98 -3.10 85 104.25
100 UC Davis Big West 2.70 131 0.5409 98 -7.6 97 -8.0 104 -4.60 109 107.00
101 Memphis AAC -0.07 169 0.5268 116 -8.4 108 11.0 90 -4.45 106 107.80
102 Iowa St. Big 12 2.82 130 0.5070 155 -9.7 133 28.0 76 -3.80 95 108.75
103 SMU AAC 4.54 101 0.5266 117 -10.2 143 8.0 94 -6.15 131 109.05
104 Lipscomb A-Sun -0.13 170 0.5395 102 -5.9 72 -14.0 108 -3.68 92 109.50
105 Wright St. Horizon 3.20 123 0.5397 101 -6.9 84 -20.0 114 -4.32 104 109.65
106 Penn Ivy 4.28 105 0.5310 110 -6.1 75 -21.7 117 -4.03 99 110.05
107 Vanderbilt SEC 5.75 92 0.5183 135 -12.0 178 21.0 84 -5.82 122 110.75
108 Northern Ky. Horizon 6.69 82 0.5294 111 -7.0 88 -25.0 121 -4.80 112 112.40
109 UNLV MWC 2.85 129 0.5223 128 -8.9 118 3.0 99 -4.60 110 114.25
110 Grand Canyon WAC 4.72 100 0.5156 140 -7.9 101 -8.5 105 -5.15 114 115.75
111 UC Santa Barbara Big West 3.64 117 0.5227 126 -6.7 81 -21.0 116 -4.22 103 115.80
112 Northern Colo. Big Sky 5.82 89 0.5359 106 -9.4 128 -24.0 119 -6.12 127 116.45
113 New Mexico MWC 5.75 91 0.5251 122 -10.7 149 -13.0 107 -6.18 133 117.95
114 Georgetown Big East 3.65 116 0.4979 174 -8.3 106 5.0 97 -3.91 96 118.95
115 Illinois St. MVC -1.02 183 0.5513 81 -11.0 158 -15.0 110 -6.46 137 119.55
116 UT Arlington Sunbelt 3.73 114 0.5374 104 -9.3 125 -25.3 123 -6.01 125 119.75
117 William & Mary CAA 0.61 162 0.5480 87 -9.1 124 -26.0 124 -6.30 135 121.65
118 Indiana Big 10 7.90 73 0.5150 141 -7.4 96 -38.0 140 -2.27 78 122.95
119 Oregon St. Pac 12 5.12 96 0.5116 147 -11.8 176 6.0 96 -7.58 159 123.05
120 Hofstra CAA 2.04 139 0.5291 113 -8.9 120 -25.0 122 -6.17 132 124.25
121 Ole Miss SEC 3.26 122 0.5136 144 -12.9 196 9.0 93 -7.06 150 124.65
122 Southern Ill. MVC 1.88 141 0.5408 99 -9.8 135 -31.0 130 -6.13 129 125.75
123 Bradley MVC 3.09 126 0.5338 109 -9.9 140 -29.0 127 -6.30 134 126.40
124 Wofford Southern 2.27 135 0.5244 124 -8.7 113 -28.0 126 -5.78 121 126.60
125 Northwestern Big 10 9.20 53 0.4911 184 -9.4 129 -25.0 120 -3.98 98 128.00
126 Cal St. Fullerton Big West 1.14 153 0.5268 115 -8.4 109 -33.0 132 -5.59 118 128.15
127 Georgia Tech ACC 3.27 121 0.5058 158 -11.1 160 -16.0 111 -5.71 120 129.55
128 Idaho Big Sky 3.78 113 0.5261 120 -7.0 87 -45.0 149 -4.61 111 130.15
129 UConn AAC -1.38 191 0.5197 134 -11.1 161 -11.0 106 -6.72 143 130.70
130 Minnesota Big 10 4.17 108 0.4936 179 -9.6 132 -24.0 118 -4.50 107 132.55
131 Eastern Wash. Big Sky 3.98 111 0.5255 121 -10.9 152 -34.0 133 -7.16 153 133.70
132 Wagner NEC -0.84 177 0.5368 105 -7.3 95 -51.0 154 -5.55 117 136.45
133 San Diego WCC 3.11 125 0.5102 151 -8.9 119 -35.0 135 -5.44 116 136.50
134 Nicholls St. Southland -2.38 210 0.5224 127 -8.7 114 -29.0 128 -6.67 142 137.95
135 Canisius MAAC 4.17 107 0.5265 118 -9.1 123 -51.0 155 -6.52 138 138.05
136 UMBC Am. East -1.01 182 0.5217 130 -8.2 104 -38.4 142 -5.43 115 138.50
137 Harvard Ivy 2.24 136 0.5286 114 -9.8 136 -45.2 151 -6.66 140 139.65
138 Iowa Big 10 5.80 90 0.4996 170 -11.4 167 -37.0 137 -5.69 119 141.75
139 UAB C-USA 3.99 110 0.5073 153 -9.9 141 -37.0 138 -6.76 144 141.85
140 Albany (NY) Am. East 2.47 132 0.5159 138 -8.2 105 -52.0 157 -6.04 126 143.45
141 UNI MVC 3.94 112 0.5180 136 -11.5 168 -40.0 143 -7.62 160 144.35
142 Ball St. MAC -1.90 198 0.5211 131 -10.2 144 -34.0 134 -7.22 155 144.75
143 Weber St. Big Sky 0.81 159 0.5113 149 -8.6 112 -44.0 147 -5.86 123 144.80
144 Wake Forest ACC 5.57 93 0.4989 173 -12.6 191 -31.0 131 -7.35 157 146.30
145 UC Irvine Big West 1.30 151 0.5293 112 -13.0 198 -41.0 145 -8.92 180 148.15
146 Missouri St. MVC 2.30 134 0.5209 132 -12.2 183 -44.0 148 -8.67 177 151.00
147 Iona MAAC 1.62 146 0.5346 108 -10.2 145 -63.0 173 -7.09 151 151.05
148 Eastern Mich. MAC 0.65 160 0.5261 119 -9.9 138 -57.0 165 -7.32 156 151.40
149 Jacksonville St. OVC 0.59 163 0.5140 143 -9.7 134 -47.0 153 -7.21 154 151.70
150 Georgia St. Sunbelt 3.14 124 0.5234 125 -8.5 111 -73.8 184 -5.88 124 151.95
151 Saint Joseph's A-10 4.46 102 0.5037 163 -11.9 177 -41.0 144 -7.96 165 151.95
152 San Francisco WCC 1.66 144 0.5149 142 -10.3 147 -54.0 159 -6.66 139 152.05
153 VCU A-10 -0.55 175 0.5131 145 -10.8 151 -45.0 150 -6.79 145 152.85
154 Utah St. MWC 1.72 143 0.5071 154 -12.2 184 -38.0 141 -7.72 162 152.85
155 Portland St. Big Sky 2.35 133 0.5036 165 -9.9 137 -46.0 152 -6.79 146 153.25
156 Southeastern La. Southland -0.90 180 0.5178 137 -9.1 122 -54.0 160 -6.88 149 153.35
157 Mercer Southern 2.14 137 0.4998 169 -11.1 162 -37.0 139 -8.23 170 153.70
158 UNC Asheville Big South -2.39 211 0.5246 123 -8.9 121 -59.0 167 -6.12 128 153.90
159 FGCU A-Sun 1.63 145 0.5069 156 -8.8 115 -56.0 161 -6.81 147 154.15
160 DePaul Big East 3.58 118 0.4835 204 -12.0 181 -35.0 136 -6.67 141 156.20
161 Evansville MVC 1.92 140 0.5114 148 -11.6 169 -53.0 158 -8.20 169 157.90
162 Austin Peay OVC -1.27 189 0.5067 157 -10.9 153 -43.0 146 -8.16 168 157.95
163 Tulane AAC -1.08 184 0.4941 178 -12.5 189 -29.0 129 -9.05 182 158.05
164 Radford Big South 0.04 168 0.5201 133 -9.3 127 -65.0 177 -6.83 148 159.20
165 Illinois Big 10 4.21 106 0.4897 187 -11.2 166 -57.0 164 -6.13 130 160.75
166 Seattle U WAC -1.26 188 0.5039 162 -10.3 146 -51.0 156 -7.45 158 161.90
167 Ga. Southern Sunbelt 1.43 150 0.5158 139 -9.9 139 -71.0 182 -7.11 152 162.75
168 Washington St. Pac 12 -0.90 181 0.4911 185 -14.8 240 -26.0 125 -10.34 204 165.00
169 Niagara MAAC -1.36 190 0.5087 152 -10.7 150 -59.0 168 -8.01 167 166.30
170 Towson CAA 0.94 158 0.5103 150 -12.0 180 -62.0 172 -9.45 184 169.10
171 Drake MVC 1.53 149 0.4993 171 -12.7 193 -56.0 162 -8.80 179 169.75
172 Central Mich. MAC 0.64 161 0.5039 161 -12.0 179 -60.0 169 -9.78 190 171.30
173 Winthrop Big South 1.57 148 0.5037 164 -10.0 142 -78.0 187 -7.97 166 172.75
174 Saint Louis A-10 -0.90 179 0.5026 167 -11.8 174 -63.0 174 -7.68 161 173.45
175 Rutgers Big 10 3.29 120 0.4779 213 -11.1 159 -65.0 176 -6.31 136 173.95
176 Tennessee Tech OVC -3.99 226 0.5053 159 -11.2 163 -61.0 170 -8.30 172 174.35
177 Saint Francis (PA) NEC -1.80 195 0.5034 166 -9.6 131 -75.0 186 -7.87 163 176.10
178 Kent St. MAC -2.77 217 0.5116 146 -14.1 227 -56.0 163 -11.00 212 177.45
179 Yale Ivy -2.64 215 0.4923 182 -11.7 170 -61.0 171 -8.47 175 180.45
180 Dayton A-10 0.25 165 0.5044 160 -13.4 205 -78.0 188 -9.61 186 182.20
181 Western Mich. MAC -0.67 176 0.4973 175 -12.9 197 -66.0 178 -10.23 199 183.05
182 Hawaii Big West -2.31 209 0.4879 196 -11.0 156 -64.0 175 -8.53 176 183.85
183 UTSA C-USA -0.44 173 0.4878 197 -11.0 157 -80.0 191 -7.91 164 186.60
184 Hartford Am. East -1.97 199 0.4888 190 -11.2 165 -74.0 185 -8.94 181 187.25
185 Sam Houston St. Southland -2.12 206 0.4884 194 -11.8 175 -67.0 179 -9.47 185 187.65
186 Oakland Horizon -1.19 186 0.4957 177 -10.9 154 -89.0 203 -8.27 171 188.70
187 Colgate Patriot -2.05 205 0.4924 181 -11.0 155 -84.0 196 -8.72 178 189.25
188 Valparaiso MVC -0.16 171 0.4897 188 -13.6 209 -73.0 183 -10.33 203 189.65
189 Louisiana Tech C-USA 1.62 147 0.4886 191 -13.1 200 -82.0 194 -9.75 189 190.65
190 George Washington A-10 0.07 167 0.4816 205 -13.7 216 -70.0 181 -9.81 191 192.10
191 Fairfield MAAC -2.04 204 0.5005 168 -13.0 199 -86.0 198 -10.30 200 193.40
192 Fort Wayne Summit 1.87 142 0.4784 212 -11.2 164 -93.0 205 -8.36 173 195.15
193 Navy Patriot -4.05 227 0.4891 189 -10.3 148 -89.0 204 -8.42 174 195.95
194 Pacific WCC -1.43 192 0.4861 200 -13.6 210 -79.0 190 -9.86 193 197.00
195 Indiana St. MVC 0.98 156 0.4926 180 -14.8 238 -86.0 199 -11.09 216 197.55
196 Miami (OH) MAC -0.48 174 0.4989 172 -14.2 230 -86.0 200 -11.21 225 197.90
197 Ohio MAC -1.21 187 0.4852 202 -14.4 233 -68.0 180 -11.39 230 198.50
198 Pittsburgh ACC -4.48 231 0.4701 226 -15.6 260 -58.0 166 -10.21 198 200.10
199 Long Beach St. Big West -1.99 200 0.4873 198 -13.8 219 -84.0 197 -10.33 202 202.25
200 Tennessee St. OVC -3.94 225 0.4968 176 -12.1 182 -103.0 218 -9.90 194 204.20
201 Troy Sunbelt 1.03 154 0.4885 192 -14.1 225 -97.0 211 -11.06 215 204.35
202 North Dakota St. Summit 0.94 157 0.4796 210 -13.7 213 -97.0 210 -10.32 201 206.10
203 Liberty Big South -0.88 178 0.4864 199 -12.2 185 -111.0 224 -9.99 196 208.45
204 Denver Summit -2.00 202 0.4726 223 -12.6 192 -93.0 206 -9.72 187 208.55
205 Southern Miss. C-USA -3.90 224 0.4768 215 -14.3 231 -82.0 195 -10.56 209 209.90
206 La.-Monroe Sunbelt -3.39 221 0.4803 207 -12.5 190 -99.0 213 -9.91 195 210.20
207 Savannah St. MEAC -11.30 326 0.4898 186 -11.7 171 -99.0 212 -9.34 183 211.90
208 George Mason A-10 -1.84 196 0.4773 214 -13.4 203 -106.0 219 -9.72 188 212.75
209 Central Ark. Southland -1.86 197 0.4740 220 -13.6 211 -95.0 209 -11.16 221 213.95
210 Princeton Ivy -1.13 185 0.4680 232 -13.3 202 -101.0 214 -10.46 206 215.60
211 Richmond A-10 0.08 166 0.4883 195 -15.4 253 -111.0 225 -11.13 220 215.90
212 La Salle A-10 1.01 155 0.4762 216 -14.6 236 -107.0 222 -10.72 210 216.00
213 Elon CAA -4.55 233 0.4843 203 -14.9 243 -93.0 208 -12.03 243 218.25
214 New Orleans Southland -5.43 244 0.4661 233 -13.6 207 -88.0 202 -11.19 223 218.55
215 Lamar University Southland -2.23 207 0.4745 219 -11.7 173 -117.0 235 -10.06 197 220.20
216 Bowling Green MAC -5.16 240 0.4856 201 -13.9 221 -109.0 223 -11.32 229 221.60
217 CSU Bakersfield WAC -4.88 239 0.4752 218 -14.4 235 -102.0 217 -11.06 214 222.95
218 Colorado St. MWC -4.06 228 0.4619 242 -16.4 275 -80.0 192 -11.95 241 223.30
219 Monmouth MAAC 0.53 164 0.4884 193 -16.6 282 -111.0 226 -13.54 270 223.55
220 Western Caro. Southern -8.51 295 0.4753 217 -14.7 237 -93.0 207 -11.25 226 225.20
221 Akron MAC -5.98 259 0.4718 224 -15.6 256 -86.0 201 -12.57 255 225.45
222 Lehigh Patriot -5.71 251 0.4788 211 -11.7 172 -123.0 244 -9.86 192 226.05
223 California Pac 12 -6.71 272 0.4653 235 -18.0 298 -78.0 189 -13.24 263 227.10
224 UTRGV WAC -5.51 245 0.4700 227 -14.1 228 -106.0 220 -11.18 222 227.25
225 Delaware CAA -6.22 262 0.4694 229 -16.6 283 -81.0 193 -13.68 272 227.80
226 Mt. St. Mary's NEC -4.38 230 0.4735 222 -12.3 186 -122.0 242 -10.51 207 228.70
227 Boston U. Patriot -5.71 250 0.4807 206 -14.1 224 -115.0 232 -11.80 235 228.80
228 Stony Brook Am. East -3.04 219 0.4802 208 -15.6 258 -112.0 229 -12.42 252 229.95
229 Cornell Ivy -5.32 243 0.4590 251 -13.7 215 -101.0 215 -11.27 228 230.10
230 Texas Southern SWAC -4.73 237 0.4682 230 -14.1 226 -111.9 228 -11.10 217 230.10
231 North Dakota Big Sky -5.78 256 0.4796 209 -15.8 264 -106.0 221 -12.08 245 230.20
232 Robert Morris NEC -5.73 253 0.4919 183 -14.4 234 -126.0 246 -11.88 238 230.95
233 Hampton MEAC -6.56 270 0.4695 228 -12.7 194 -113.0 230 -11.26 227 231.60
234 Ill.-Chicago Horizon -1.78 194 0.4637 238 -12.8 195 -127.0 247 -10.41 205 232.05
235 Air Force MWC -2.55 213 0.4537 257 -15.7 262 -101.0 216 -12.08 246 235.55
236 Manhattan MAAC -2.58 214 0.4715 225 -14.8 241 -120.0 239 -12.24 250 236.30
237 Duquesne A-10 -0.24 172 0.4477 264 -13.7 214 -124.0 245 -11.11 218 238.65
238 North Texas C-USA -1.60 193 0.4607 247 -14.2 229 -127.0 248 -11.03 213 238.85
239 Idaho St. Big Sky -2.44 212 0.4456 269 -13.7 212 -119.0 237 -11.12 219 240.20
240 North Florida A-Sun -9.38 307 0.4681 231 -14.8 239 -114.0 231 -11.69 232 241.50
241 Saint Peter's MAAC -1.99 201 0.4592 250 -15.6 259 -120.0 240 -12.87 257 244.20
242 Prairie View SWAC -6.33 266 0.4611 244 -14.9 244 -117.0 236 -12.17 249 245.10
243 Abilene Christian Southland -5.56 247 0.4588 252 -13.4 204 -128.0 250 -11.72 233 245.90
244 Milwaukee Horizon -2.27 208 0.4648 236 -14.0 223 -142.0 264 -11.54 231 246.00
245 Southern Utah Big Sky -6.74 274 0.4610 245 -15.4 252 -120.0 238 -12.01 242 247.15
246 Drexel CAA -6.38 267 0.4658 234 -17.6 291 -111.0 227 -14.63 289 247.35
247 Loyola Marymount WCC -3.20 220 0.4469 268 -15.4 251 -121.0 241 -11.82 237 248.25
248 Northern Ill. MAC -5.73 252 0.4611 243 -16.6 280 -116.0 234 -13.73 274 248.65
249 Charleston So. Big South -4.65 235 0.4512 259 -13.8 218 -132.0 253 -11.74 234 249.30
250 Gardner-Webb Big South -6.30 264 0.4630 241 -15.1 247 -127.0 249 -12.41 251 250.50
251 NJIT A-Sun -5.16 241 0.4471 266 -13.7 217 -128.0 251 -11.88 239 251.15
252 N.C. A&T MEAC -10.18 320 0.4609 246 -12.3 187 -138.0 259 -10.77 211 251.85
253 Campbell Big South -3.48 222 0.4472 265 -13.5 206 -143.0 265 -11.93 240 254.30
254 Southeast Mo. St. OVC -5.52 246 0.4555 254 -15.1 249 -131.0 252 -12.93 259 254.30
255 Grambling SWAC -8.94 302 0.4596 248 -12.4 188 -150.0 270 -10.54 208 255.30
256 Oral Roberts Summit -4.24 229 0.4505 260 -15.9 265 -133.0 254 -12.12 248 255.50
257 Appalachian St. Sunbelt -2.02 203 0.4547 255 -15.6 261 -140.0 262 -13.06 262 256.25
258 Massachusetts A-10 -2.67 216 0.4566 253 -16.5 277 -138.0 260 -12.71 256 257.15
259 UNCW CAA -6.85 276 0.4631 240 -18.1 300 -122.0 243 -14.77 291 258.05
260 Coastal Caro. Sunbelt -4.70 236 0.4639 237 -15.9 266 -159.0 277 -13.33 265 262.60
261 East Carolina AAC -9.80 313 0.4347 283 -16.6 281 -115.0 233 -13.75 276 262.60
262 South Ala. Sunbelt -5.74 254 0.4470 267 -15.5 255 -138.0 261 -12.89 258 262.90
263 Texas St. Sunbelt -2.97 218 0.4636 239 -16.0 267 -160.0 280 -13.35 267 262.95
264 Eastern Ill. OVC -5.59 248 0.4498 262 -16.5 278 -135.0 256 -13.94 281 263.40
265 Western Ill. Summit -8.77 300 0.4257 300 -13.6 208 -135.0 255 -11.20 224 264.95
266 Brown Ivy -4.82 238 0.4304 292 -13.9 222 -147.0 268 -11.80 236 265.20
267 High Point Big South -6.18 261 0.4449 270 -14.3 232 -151.0 272 -12.51 254 266.60
268 Santa Clara WCC -7.88 286 0.4406 275 -15.2 250 -141.0 263 -12.12 247 267.40
269 LIU Brooklyn NEC -5.65 249 0.4738 221 -15.0 246 -176.0 301 -13.44 268 269.00
270 UMKC WAC -8.64 298 0.4546 256 -17.3 287 -145.0 266 -13.96 283 272.50
271 Norfolk St. MEAC -9.30 306 0.4516 258 -15.1 248 -158.0 276 -13.35 266 272.70
272 Omaha Summit -8.40 293 0.4380 278 -17.6 293 -137.0 258 -13.85 277 273.90
273 Bethune-Cookman MEAC -8.10 290 0.4328 287 -13.1 201 -161.0 282 -12.04 244 274.15
274 McNeese Southland -7.87 285 0.4344 284 -15.0 245 -155.0 274 -13.03 261 275.40
275 Montana St. Big Sky -7.79 284 0.4390 276 -16.6 279 -150.0 271 -13.69 273 276.55
276 N.C. Central MEAC -11.12 325 0.4407 274 -13.9 220 -161.0 283 -12.50 253 277.65
277 James Madison CAA -6.00 260 0.4434 273 -19.6 319 -145.0 267 -16.69 313 279.60
278 Fairleigh Dickinson NEC -6.88 278 0.4594 249 -15.5 254 -177.0 302 -13.25 264 279.75
279 UMass Lowell Am. East -6.87 277 0.4331 286 -16.3 274 -152.0 273 -14.21 285 279.95
280 Central Conn. St. NEC -8.21 291 0.4488 263 -16.2 272 -161.0 284 -14.05 284 280.25
281 Samford Southern -9.58 309 0.4290 295 -18.4 306 -136.0 257 -15.05 296 282.50
282 Quinnipiac MAAC -6.64 271 0.4368 280 -18.9 313 -156.0 275 -16.14 307 284.85
283 Eastern Ky. OVC -9.72 311 0.4445 272 -17.7 294 -159.0 278 -14.92 294 285.00
284 Fla. Atlantic C-USA -4.58 234 0.4323 289 -16.3 273 -172.0 296 -13.47 269 285.05
285 South Fla. AAC -9.98 317 0.4318 290 -18.4 304 -147.0 269 -15.22 299 285.55
286 Army West Point Patriot -5.82 257 0.4356 282 -15.6 257 -175.0 299 -13.74 275 285.95
287 Southern U. SWAC -10.68 323 0.4236 302 -14.9 242 -160.3 281 -13.02 260 286.45
288 UTEP C-USA -7.12 280 0.4302 293 -17.3 286 -161.0 285 -14.29 287 288.80
289 Columbia Ivy -3.62 223 0.4179 311 -16.1 268 -171.0 295 -13.85 278 289.40
290 Portland WCC -6.71 273 0.4281 296 -17.5 288 -164.0 287 -13.95 282 289.45
291 Jacksonville A-Sun -11.48 327 0.4389 277 -15.7 263 -170.0 294 -13.68 271 289.65
292 IUPUI Horizon -8.01 288 0.4274 297 -16.1 269 -167.0 289 -13.90 280 290.00
293 Morehead St. OVC -9.23 304 0.4370 279 -17.8 297 -163.0 286 -15.09 297 290.25
294 FIU C-USA -4.54 232 0.4267 298 -16.2 270 -177.0 303 -13.89 279 290.95
295 Holy Cross Patriot -6.50 268 0.4502 261 -17.3 284 -197.0 311 -15.18 298 292.20
296 A&M-Corpus Chris Southland -5.30 242 0.4079 323 -16.2 271 -164.0 288 -14.23 286 292.25
297 Fordham A-10 -6.26 263 0.4233 303 -18.4 305 -167.0 290 -14.86 293 294.35
298 St. Francis Brooklyn NEC -8.55 297 0.4447 271 -16.5 276 -184.0 308 -14.72 290 294.65
299 Kennesaw St. A-Sun -8.85 301 0.4259 299 -17.3 285 -167.0 291 -15.03 295 295.80
300 SIUE OVC -9.80 314 0.4341 285 -18.1 301 -168.0 292 -15.72 303 296.45
301 The Citadel Southern -10.15 319 0.4359 281 -17.6 292 -178.0 304 -14.58 288 298.95
302 Cal Poly Big West -9.86 315 0.4219 306 -19.8 322 -159.0 279 -16.92 317 299.45
303 New Hampshire Am. East -5.77 255 0.4164 314 -18.6 310 -168.0 293 -16.01 306 299.45
304 Green Bay Horizon -6.76 275 0.4195 309 -17.5 289 -175.0 300 -14.82 292 299.85
305 UC Riverside Big West -6.52 269 0.4254 301 -19.3 317 -180.0 305 -16.37 310 304.10
306 Arkansas St. Sunbelt -7.59 283 0.4300 294 -18.4 303 -197.0 312 -15.68 302 304.70
307 Chattanooga Southern -8.31 292 0.4226 304 -20.4 323 -173.0 298 -17.33 322 305.80
308 VMI Southern -12.61 332 0.4134 316 -18.2 302 -172.0 297 -15.40 301 308.15
309 Siena MAAC -8.46 294 0.4310 291 -21.3 331 -185.0 309 -18.16 326 308.90
310 Cleveland St. Horizon -8.74 299 0.4328 288 -19.7 320 -209.0 318 -16.98 319 310.90
311 Binghamton Am. East -7.52 282 0.4083 320 -18.0 299 -205.0 315 -15.98 305 312.35
312 Dartmouth Ivy -8.53 296 0.3946 334 -17.8 296 -182.0 306 -15.38 300 312.40
313 Sacramento St. Big Sky -5.97 258 0.4221 305 -21.8 336 -206.0 316 -18.35 330 312.85
314 UT Martin OVC -9.24 305 0.4167 313 -18.9 314 -202.0 314 -16.62 311 314.55
315 Lafayette Patriot -6.33 265 0.4206 308 -19.0 315 -218.0 327 -17.11 320 316.15
316 San Jose St. MWC -7.35 281 0.4083 322 -22.5 341 -182.0 307 -18.71 334 316.25
317 Jackson St. SWAC -14.31 338 0.4057 325 -17.7 295 -190.1 310 -15.83 304 316.45
318 Pepperdine WCC -6.99 279 0.4083 321 -21.3 332 -200.0 313 -17.51 324 316.60
319 Presbyterian Big South -12.18 330 0.4146 315 -18.5 308 -208.0 317 -16.35 309 318.10
320 Sacred Heart NEC -8.06 289 0.4102 318 -19.0 316 -214.0 325 -16.93 318 320.05
321 Morgan St. MEAC -10.63 322 0.4033 326 -17.5 290 -213.0 323 -16.20 308 320.85
322 Little Rock Sunbelt -9.46 308 0.4210 307 -21.5 334 -212.0 322 -18.49 331 320.95
323 Loyola Maryland Patriot -9.64 310 0.4112 317 -19.8 321 -214.0 326 -17.46 323 323.35
324 Stetson A-Sun -9.78 312 0.4009 328 -18.6 309 -213.0 324 -16.77 315 323.40
325 Charlotte C-USA -9.10 303 0.3982 331 -20.5 324 -209.0 319 -17.62 325 323.50
326 Detroit Mercy Horizon -12.25 331 0.4087 319 -21.2 329 -212.0 321 -18.33 329 325.10
327 Ark.-Pine Bluff SWAC -10.12 318 0.4180 310 -18.9 312 -232.1 336 -16.78 316 325.30
328 South Carolina St. MEAC -15.93 343 0.3995 329 -19.5 318 -211.0 320 -17.27 321 326.45
329 Rice C-USA -7.92 287 0.3985 330 -21.2 328 -221.0 329 -18.22 328 326.85
330 Northern Ariz. Big Sky -11.73 329 0.4169 312 -22.5 340 -223.0 331 -19.05 335 329.35
331 Incarnate Word Southland -14.57 339 0.3746 343 -18.5 307 -220.0 328 -16.76 314 331.35
332 Youngstown St. Horizon -10.59 321 0.4011 327 -21.2 330 -227.0 333 -18.20 327 331.40
333 Alcorn SWAC -13.61 334 0.3731 346 -18.7 311 -231.0 335 -16.65 312 334.95
334 Marist MAAC -9.86 316 0.4067 324 -22.7 343 -242.0 338 -20.04 342 335.20
335 Northwestern St. Southland -17.17 346 0.3776 342 -20.9 326 -222.0 330 -18.65 333 336.50
336 Alabama St. SWAC -14.21 336 0.3964 332 -20.6 325 -245.0 339 -18.61 332 336.85
337 CSUN Big West -12.92 333 0.3823 340 -21.9 337 -224.0 332 -19.36 339 337.30
338 American Patriot -11.03 324 0.3897 336 -21.4 333 -257.0 340 -19.24 337 338.40
339 Houston Baptist Southland -13.86 335 0.3734 345 -21.8 335 -241.0 337 -19.18 336 340.50
340 Chicago St. WAC -18.10 348 0.3847 337 -24.3 347 -229.0 334 -20.21 345 340.55
341 Florida A&M MEAC -15.00 341 0.3953 333 -22.4 339 -258.0 341 -19.73 341 340.80
342 Howard MEAC -14.22 337 0.3836 339 -21.0 327 -267.0 343 -19.28 338 341.30
343 Maine Am. East -11.50 328 0.3840 338 -23.0 344 -269.0 344 -20.15 343 342.80
344 Longwood Big South -16.31 344 0.3902 335 -24.0 346 -297.0 346 -21.57 346 345.05
345 USC Upstate A-Sun -14.70 340 0.3707 348 -22.6 342 -261.0 342 -20.18 344 345.50
346 UMES MEAC -20.49 350 0.3724 347 -22.1 338 -274.0 345 -19.69 340 346.80
347 Bryant NEC -15.08 342 0.3789 341 -25.6 349 -308.0 348 -23.21 349 347.85
348 Coppin St. MEAC -17.66 347 0.3734 344 -23.8 345 -300.0 347 -21.63 347 348.05
349 Mississippi Val. SWAC -16.92 345 0.3592 349 -25.5 348 -315.0 349 -22.95 348 350.40
350 Alabama A&M SWAC -20.29 349 0.3404 350 -25.8 350 -343.0 350 -23.66 350 351.90
351 Delaware St. MEAC -20.73 351 0.3352 351 -26.3 351 -347.0 351 -24.45 351 353.00